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27
A pattern for building personal knowledge bases using LLMs.
This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.
Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.
| {#--------------------------------------------------------------------- | |
| custom_pub_chat_template_qwen36.jinja | |
| ===================================== | |
| A public, harness-friendly fork of Qwen's Qwen3.6-27B chat template, | |
| tuned for open-source agentic coding harnesses like: | |
| - anomalyco/opencode (https://github.com/anomalyco/opencode) | |
| - earendil-works/pi (https://github.com/earendil-works/pi) | |
| - openclaw, OpenHarness, similar Claude-Code-style harnesses | |
| WHY THIS FORK EXISTS |
| " Don't try to be vi compatible | |
| set nocompatible | |
| " Helps force plugins to load correctly when it is turned back on below | |
| filetype off | |
| " TODO: Load plugins here (pathogen or vundle) | |
| " Turn on syntax highlighting | |
| syntax on |
This cheat sheet covers the commands used for working with Podman, a popular tool for managing containers. Podman commands are mostly compatible with Docker. As stated on the Podman landing page, "Podman is a daemonless, open source, Linux native tool designed to make it easy to find, run, build, share and deploy applications using Open Containers Initiative (OCI) Containers and Container Images."
# List all local images
podman images
# Remove (forced) a local image from the local cache| # Download latest archlinux bootstrap package, see https://www.archlinux.org/download/ | |
| wget 'ftp://ftp.nluug.nl/pub/os/Linux/distr/archlinux/iso/latest/archlinux-bootstrap-*-x86_64.tar.gz' | |
| # Make sure you'll have enough entropy for pacman-key later. | |
| apt-get install haveged | |
| # Install the arch bootstrap image in a tmpfs. | |
| mount -t tmpfs none /mnt | |
| cd /mnt | |
| tar xvf ~/archlinux-bootstrap-*-x86_64.tar.gz --strip-components=1 |
| on buildTitle(originalText) | |
| set normalizedText to my replace(originalText, ":", "-") | |
| set normalizedText to my replace(normalizedText, "|", "") | |
| set normalizedText to my replace(normalizedText, "{", "") | |
| set normalizedText to my replace(normalizedText, "}", "") | |
| set normalizedText to my replace(normalizedText, " ", "_") | |
| set normalizedText to my replace(normalizedText, "/", "_") | |
| set normalizedText to my replace(normalizedText, "\\", "_") | |
| set normalizedText to my replace(normalizedText, "*", "") | |
| set normalizedText to my replace(normalizedText, ".", "") |
description: Review uncommitted changes mode: subagent model: openai/gpt-5.1-codex-max-xhigh temperature: 0.05 reasoningEffort: high textVerbosity: low tools: write: false edit: false